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Smallpox eradication, laboratory visits, and a touch of tourism: travel notes of a Canadian scientist in Brazil

2010· article· en· W2004921967 on OpenAlex
Steven Palmer, Gilberto Hochman, Danieli Arbex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHistória Ciências Saúde-Manguinhos · 2010
Typearticle
Languageen
FieldArts and Humanities
TopicHistory of Medicine and Tropical Health
Canadian institutionsUniversity of Windsor
FundersSanofi PasteurSanofi
KeywordsSmallpoxTourismSmallpox vaccinePolitical scienceGeographyMedicineVirologyVaccinationLawBiology

Abstract

fetched live from OpenAlex

The paper presents and discusses the travel notes diary of Canadian scientist Robert J. Wilson when he visited Brazil in April 1967 during the Smallpox Eradication Programme run by the World Health Organisation. Wilson's report makes it possible to reflect on the smallpox eradication campaign in Brazil; on the Canada-Brazil cooperation to improve the quality of the smallpox vaccine; on his assessment by of scientists and Brazilian laboratories; on the effects of intersections between scientific activity and social and cultural activities; on the role played by specialist communities of experts role in international scientific cooperation projects; and on a Canadian traveller's concepts and prejudices about Brazil at the end of the 1960s.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.755
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.234
Teacher spread0.220 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it